Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "178" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 100 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 96 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.264867 | -0.878798 | 3.897358 | 1.421008 | 2.259878 | 4.015424 | 3.145342 | 0.252454 | 0.7601 | 0.7754 | 0.2592 | 15.608104 | 15.450163 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 2.69% | -0.617793 | -1.357052 | 3.196807 | -0.117452 | -0.284918 | -0.228656 | 2.979521 | 0.211404 | 0.7330 | 0.7277 | 0.2598 | 1.809792 | 1.888746 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.146763 | -0.578752 | 0.954144 | -0.609889 | -1.009322 | -0.539506 | -1.819315 | -0.103051 | 0.0294 | 0.0292 | 0.0010 | nan | nan |
| 2459591 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.752904 | -0.613452 | 4.345373 | 0.355788 | -0.142571 | -0.846532 | -0.510920 | -0.483574 | 0.6570 | 0.6766 | 0.3790 | 5.135656 | 5.312675 |
| 2459590 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.865653 | -0.984785 | 3.955491 | -0.342272 | -0.884175 | 0.813508 | -0.151668 | -0.688500 | 0.6599 | 0.6759 | 0.3757 | 5.198700 | 5.380994 |
| 2459589 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.206174 | -1.510521 | 3.594066 | 1.223510 | 1.215275 | 4.600547 | 3.648269 | 0.001860 | 0.6885 | 0.6923 | 0.3033 | 6.194746 | 6.650949 |
| 2459588 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.744850 | -1.326493 | 4.323374 | -0.211966 | -0.350968 | -1.180223 | 2.454961 | 0.245805 | 0.7764 | 0.7631 | 0.2230 | 7.618373 | 6.249023 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | -0.254856 | -0.496312 | 5.694133 | 0.950558 | 0.282681 | -0.802341 | 0.346972 | -0.363952 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 7.03% | 0.00% | -0.947833 | -0.579486 | -0.844451 | -0.542063 | 0.009684 | -0.080715 | -0.666931 | -1.011804 | 0.6363 | 0.6542 | 0.3806 | 1.513218 | 1.566228 |
| 2459585 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.800173 | -0.485073 | -0.748295 | -0.863963 | -0.725511 | -0.271468 | -1.073144 | -0.675169 | 0.0364 | 0.0350 | 0.0015 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 62.28% | 4.79% | -1.029602 | 0.821083 | 0.474545 | -0.891708 | -0.863422 | 1.183821 | 0.128070 | -0.312903 | 0.5998 | 0.6176 | 0.3709 | 0.946169 | 0.873929 |
| 2459583 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.23% | 0.00% | -1.134451 | -0.572101 | -0.301509 | -0.853450 | -1.094979 | -0.569543 | -0.721504 | -0.787916 | 0.6566 | 0.6760 | 0.3927 | 1.419160 | 1.449746 |
| 2459582 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.70% | 0.00% | -0.610944 | 0.033563 | -0.416784 | -0.743796 | -0.847295 | -0.401145 | -0.798845 | -0.824487 | 0.6580 | 0.6758 | 0.3953 | 1.358958 | 1.351561 |
| 2459581 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.24% | 0.00% | -1.310231 | -0.214385 | -0.004870 | -0.850865 | -1.019916 | -0.471117 | -0.540887 | -0.855260 | 0.6616 | 0.6794 | 0.3923 | 1.521696 | 1.522688 |
| 2459580 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 0.00% | -0.968726 | -0.205433 | -0.544089 | -0.743703 | -1.047508 | -0.199895 | -0.796860 | -0.958931 | 0.6595 | 0.6774 | 0.3907 | 1.357190 | 1.395549 |
| 2459579 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.557967 | 0.004664 | -0.171715 | -0.726402 | -1.123615 | -0.412091 | -0.474200 | -0.673817 | 0.6465 | 0.6660 | 0.4008 | 0.000000 | 0.000000 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.705903 | 0.152467 | -0.606854 | -0.372366 | -1.206369 | -1.094255 | 0.014886 | -0.946265 | 0.0336 | 0.0316 | 0.0012 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.95% | 15.14% | -0.982588 | -0.856653 | -0.039852 | -0.873324 | -1.067980 | -1.091996 | -0.527560 | -0.865798 | 0.6586 | 0.6771 | 0.3905 | 1.399325 | 1.353555 |
| 2459576 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.84% | 0.54% | -1.030995 | -0.758565 | 0.104517 | -0.570142 | -0.626436 | -1.117372 | -0.225666 | 0.288380 | 0.6824 | 0.6995 | 0.3942 | 1.358717 | 1.335239 |
| 2459575 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.91% | 0.00% | -0.768725 | -0.778927 | -0.331476 | -0.594454 | -1.193386 | 2.542091 | -0.296846 | -0.728421 | 0.7361 | 0.7455 | 0.3439 | 1.483117 | 1.576985 |
| 2459574 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.493628 | -0.500070 | -0.149983 | -0.918962 | -0.348352 | 5.232775 | -0.653982 | -0.227904 | 0.6808 | 0.6984 | 0.3900 | 3.830729 | 3.618671 |
| 2459573 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | -0.898940 | -0.136213 | -0.276781 | -0.594027 | -1.560371 | -0.974376 | -0.701602 | -0.534348 | 0.6747 | 0.6955 | 0.3955 | 1.443380 | 1.388454 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | -1.003942 | -0.757840 | -0.171931 | -0.817415 | -0.992329 | -1.025035 | -0.047542 | -0.149186 | 0.6838 | 0.7016 | 0.3917 | 1.457290 | 1.494101 |
| 2459571 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.479899 | 0.187796 | -0.791010 | -0.420862 | -1.186014 | 14.274743 | 0.154912 | -0.431139 | 0.0339 | 0.0301 | 0.0010 | nan | nan |
| 2459570 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.507781 | 6.025206 | 8.701464 | 7.352071 | 5.779424 | 3.934589 | 3.958728 | 4.304094 | 0.6788 | 0.7101 | 0.3770 | 11.037998 | 12.237676 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | -0.984764 | -0.908055 | -0.113015 | -0.758958 | -0.015672 | 3.127426 | -0.022409 | -0.591121 | 0.7420 | 0.7519 | 0.2578 | 1.840562 | 1.817487 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | -0.864425 | -0.718389 | -0.032796 | -0.846928 | -0.985452 | -0.959350 | 0.511306 | -0.757187 | 0.6670 | 0.6861 | 0.4102 | 1.495701 | 1.615919 |
| 2459565 | digital_ok | 0.00% | - | - | - | 86.67% | 0.00% | -0.056602 | -0.056602 | -0.073735 | -0.073735 | 0.553413 | 0.553413 | 0.061081 | 0.061081 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.967491 | -1.577508 | -4.849810 | -4.317832 | 9.215395 | 8.403724 | -0.360238 | -0.761124 | 0.6732 | 0.6846 | 0.4038 | 2.862080 | 2.884408 |
| 2459563 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.641812 | 6.367175 | 21.972560 | 22.710191 | 11.492568 | 14.222018 | -1.462397 | -1.872537 | 0.6712 | 0.6805 | 0.3954 | 3.726835 | 3.291207 |
| 2459562 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -1.252775 | -1.004652 | -0.003948 | -0.426674 | 0.003372 | -0.141197 | 0.049368 | -0.350609 | 0.6860 | 0.7023 | 0.3948 | 1.580598 | 1.586555 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -1.087873 | -0.986288 | 0.249288 | -0.403657 | 0.064012 | -0.237071 | -0.034195 | -0.433236 | 0.6809 | 0.6985 | 0.4074 | 1.496465 | 1.440479 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 0.170517 | 0.755654 | -0.108234 | 0.245913 | -0.958708 | -0.454226 | -1.060723 | -1.412039 | 0.6675 | 0.6826 | 0.3963 | 1.536452 | 1.548078 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 13.44% | 0.54% | -1.025855 | -0.438215 | -0.474719 | -0.751505 | -1.241328 | -1.011998 | -0.041748 | -0.715457 | 0.6748 | 0.6871 | 0.4109 | 1.516694 | 1.426986 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0297 | 0.0292 | 0.0012 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.54% | -0.926564 | -0.585760 | -0.454048 | -0.884402 | -1.171658 | -1.042593 | -0.118630 | -0.727148 | 0.6763 | 0.6893 | 0.3991 | 1.539032 | 1.408053 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6856 | 0.6990 | 0.4087 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6802 | 0.6953 | 0.4079 | nan | nan |
| 2459552 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -1.140664 | -0.686081 | -0.094865 | 1.055596 | -1.394853 | 3.892724 | 0.231935 | 0.371621 | 0.6901 | 0.7029 | 0.4003 | 1.408832 | 1.490839 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -1.126706 | -0.998540 | 0.152473 | -0.424008 | 0.267674 | -0.117403 | -0.009298 | -0.263059 | 0.6827 | 0.6974 | 0.4013 | 1.487449 | 1.484192 |
| 2459550 | digital_ok | - | 99.18% | 99.18% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0328 | 0.0314 | 0.0008 | nan | nan |
| 2459549 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | -0.632061 | -0.358184 | 0.940822 | -0.557833 | -0.434804 | -0.689673 | -0.162028 | -0.838794 | 0.7315 | 0.7307 | 0.3757 | 1.491165 | 1.446864 |
| 2459541 | digital_ok | 0.00% | 1.34% | 1.34% | 0.00% | 21.88% | 0.00% | -0.967740 | -0.942511 | -0.434288 | -1.144877 | -0.673373 | 0.770085 | 0.616134 | -0.036568 | 0.7215 | 0.7207 | 0.3505 | 1.470074 | 1.475564 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 0.00% | -1.284548 | -1.218104 | -0.127052 | -0.486255 | -0.339014 | 0.664502 | 0.014218 | -0.370156 | 0.7365 | 0.7330 | 0.3610 | 1.469134 | 1.489745 |
| 2459536 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.490899 | -1.187385 | 0.692919 | -0.998443 | -0.010562 | -1.252764 | 0.696853 | -0.398417 | 0.7055 | 0.7136 | 0.4394 | 0.000000 | 0.000000 |
| 2459535 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.43% | 0.00% | -0.891479 | -1.059755 | 0.056771 | -0.467330 | 0.530243 | 1.555316 | 0.156234 | -0.288089 | 0.7766 | 0.7581 | 0.3769 | 1.561819 | 1.515764 |
| 2459534 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 20.98% | 0.00% | -1.158807 | -1.225941 | 0.047715 | -0.594255 | 0.938014 | 1.299574 | -0.132104 | -0.485439 | 0.7687 | 0.7501 | 0.3690 | 1.507100 | 1.496405 |
| 2459533 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.89% | 0.00% | -0.857723 | -0.666526 | -0.511101 | -0.457724 | -1.257952 | -0.438289 | -0.742287 | -0.572756 | 0.7064 | 0.7137 | 0.4122 | 1.575977 | 1.491265 |
| 2459532 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.00% | 0.00% | -0.967224 | -0.411042 | -0.174062 | -0.868547 | -1.116451 | -0.850176 | -0.006337 | -0.091791 | 0.7076 | 0.7153 | 0.4101 | 1.552028 | 1.534640 |
| 2459530 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459522 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.387721 | 0.136866 | -0.528285 | -0.799684 | -0.486513 | -0.347490 | 0.009581 | 0.037879 | 0.0364 | 0.0342 | -0.0002 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | -1.083241 | -0.773478 | -0.991758 | -0.698538 | -1.201316 | -1.099349 | 0.300239 | -0.590702 | 0.8993 | 0.9237 | 0.2134 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.000303 | -0.562845 | -0.115533 | -0.536532 | -1.407018 | -0.622185 | -1.186869 | -0.774197 | 0.0691 | 0.0618 | 0.0035 | 0.887578 | 0.887989 |
| 2459503 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 89.47% | 0.00% | -1.145088 | -0.913890 | -0.372471 | -0.598972 | -0.294087 | -1.477385 | -0.285965 | -0.837723 | 0.8695 | 0.8560 | 0.4538 | 0.000000 | 0.000000 |
| 2459501 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.617226 | -0.277467 | -0.972679 | 0.012895 | -0.713136 | 0.053268 | 0.335907 | -0.838843 | 0.1080 | 0.1006 | 0.0117 | 0.000000 | 0.000000 |
| 2459500 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.976625 | 0.002313 | -1.264509 | 0.153680 | -0.861300 | -0.704561 | 0.204731 | -0.607562 | 0.0949 | 0.1059 | 0.0099 | 0.000000 | 0.000000 |
| 2459499 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.854856 | -0.405454 | -1.341159 | -0.115383 | -0.920271 | -0.870743 | 0.012622 | -0.496056 | 0.1014 | 0.1206 | 0.0083 | 0.000000 | 0.000000 |
| 2459498 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.038181 | -0.539140 | 4.199537 | -0.160759 | 9.829482 | -0.935737 | 32.558485 | -0.662824 | 0.0423 | 0.0883 | 0.0042 | 0.000000 | 0.000000 |
| 2459497 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.203768 | -0.612704 | -1.129093 | -0.169958 | -1.246679 | -1.233357 | -0.838656 | -0.693816 | 0.0990 | 0.1089 | 0.0102 | 0.000000 | 0.000000 |
| 2459496 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.179256 | -0.972234 | -0.822678 | -0.202560 | -0.646579 | -1.637059 | -0.493397 | -0.674863 | 0.0891 | 0.1067 | 0.0097 | 0.000000 | 0.000000 |
| 2459495 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.142391 | -0.649602 | -0.710954 | -0.190847 | -0.668476 | -1.214924 | -0.642516 | -0.722578 | 0.1079 | 0.1054 | 0.0130 | 0.000000 | 0.000000 |
| 2459494 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.861414 | -0.477691 | -1.045254 | -0.071634 | -1.024322 | -1.302545 | -0.796685 | -0.844916 | 0.1129 | 0.1167 | 0.0135 | 0.000000 | 0.000000 |
| 2459492 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.779231 | -0.448952 | -1.062479 | -1.348657 | -0.392165 | -0.065855 | -0.373807 | -0.779046 | 0.0949 | 0.0732 | 0.0060 | 0.000000 | 0.000000 |
| 2459491 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.401764 | -0.572334 | -0.716919 | -1.514164 | -0.261693 | 0.049396 | -0.971667 | -0.980944 | 0.1036 | 0.0929 | 0.0064 | 0.000000 | 0.000000 |
| 2459490 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.724436 | -0.357531 | -1.036946 | -1.935719 | -0.307471 | -0.396131 | -0.759427 | -0.453810 | 0.7386 | 0.8013 | 0.3717 | 0.000000 | 0.000000 |
| 2459489 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.621427 | -0.660783 | -1.002766 | -1.696301 | -0.614447 | 0.522826 | -0.035050 | 1.208730 | 0.7588 | 0.8099 | 0.3215 | 0.000000 | 0.000000 |
| 2459488 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 85.71% | 9.52% | -0.549319 | -0.585209 | -0.629543 | -0.823273 | -0.594944 | -0.598066 | 0.009222 | -1.083086 | 0.7586 | 0.8115 | 0.3500 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 1.780827 | -1.354994 | -0.758487 | 0.121738 | 1.780827 | 0.098665 | -0.112575 | -0.358366 | 0.317223 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 4.821601 | -1.405474 | 2.511641 | 1.379181 | 4.821601 | 0.200915 | -0.822921 | -0.522659 | -0.086673 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 2.297397 | 1.523041 | 0.495706 | -0.475258 | 2.297397 | 1.678766 | -0.790768 | 0.926935 | 0.677517 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 1.332403 | 0.011498 | -0.291580 | -0.833564 | 1.332403 | -1.099642 | -0.788217 | -0.320660 | 0.857000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 2.245515 | -1.130219 | 2.208757 | 0.368635 | 2.245515 | -0.583628 | -0.683047 | -0.724701 | -0.440037 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 2.719751 | -1.286200 | 0.064467 | 0.211700 | 2.719751 | -0.322453 | -0.694531 | -0.364807 | 1.193583 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 2.137173 | -0.627045 | -1.312266 | 2.137173 | -0.174149 | -1.083304 | -0.369652 | 0.212156 | -0.548417 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Variability | 6.221737 | -0.917473 | 4.854171 | 1.010676 | 3.749819 | -0.046714 | 6.221737 | -0.352830 | 1.865903 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 2.220319 | 0.106800 | -1.368100 | 2.220319 | -0.077736 | -0.864398 | -0.184393 | 0.564415 | -0.158319 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 2.448463 | 0.168076 | -0.904592 | 2.448463 | -0.199919 | -0.849536 | -0.518665 | 1.042449 | -0.376884 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 2.279921 | -0.334866 | -1.274614 | 2.279921 | -0.661295 | -0.279381 | -0.646412 | -0.146444 | 0.095831 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | 14.069552 | -0.322021 | -1.263045 | 1.728719 | 0.355560 | -0.337475 | 14.069552 | 0.607242 | 1.048725 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Discontinuties | 2.568685 | -0.872965 | -1.243476 | 2.528872 | -0.060606 | -0.024112 | 0.367552 | 2.568685 | 0.208545 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 3.100201 | -0.473406 | 0.101942 | 0.688562 | 3.100201 | 1.584747 | -0.930543 | -0.562286 | 0.807679 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 3.762348 | -0.510094 | -0.198464 | 0.494530 | 3.762348 | 0.621040 | -0.910383 | -0.233254 | -0.013473 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Variability | 2.765245 | -0.509609 | 0.267910 | 0.839711 | 2.660784 | 0.937973 | 2.765245 | -0.829699 | -0.678702 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Shape | 0.722061 | 0.722061 | -0.723441 | 0.073306 | -0.442083 | -1.022074 | -0.591205 | -1.350714 | -0.017287 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 3.344135 | -0.452772 | -1.470278 | 3.344135 | -0.227528 | -0.278217 | -0.966114 | 1.588546 | -0.427190 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 3.397467 | -0.710206 | -0.994645 | 3.397467 | 0.293689 | -0.687905 | -0.595752 | 0.168481 | -0.523810 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 4.405731 | -1.250306 | -1.059027 | 0.296870 | 4.405731 | 0.680996 | -0.582444 | -0.453235 | -0.022083 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 3.103863 | -0.684729 | -0.718413 | 3.103863 | -0.163157 | -0.505656 | -0.262103 | 0.370299 | -0.949903 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 3.624549 | -0.981856 | -1.074490 | 0.302180 | 3.624549 | -0.214966 | -0.579507 | -0.701879 | -0.143297 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 2.926464 | -1.335617 | -0.906266 | 0.272153 | 2.926464 | -0.720961 | -0.564699 | -0.527524 | -0.168734 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Variability | 5.355428 | -1.404524 | -0.656731 | 1.694002 | 3.101180 | 0.147954 | 5.355428 | 1.616262 | 4.315436 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | 4.015424 | 0.264867 | -0.878798 | 3.897358 | 1.421008 | 2.259878 | 4.015424 | 3.145342 | 0.252454 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 3.196807 | -0.617793 | -1.357052 | 3.196807 | -0.117452 | -0.284918 | -0.228656 | 2.979521 | 0.211404 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 0.954144 | -0.578752 | 0.146763 | -0.609889 | 0.954144 | -0.539506 | -1.009322 | -0.103051 | -1.819315 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 4.345373 | -0.613452 | -0.752904 | 0.355788 | 4.345373 | -0.846532 | -0.142571 | -0.483574 | -0.510920 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 3.955491 | -0.865653 | -0.984785 | 3.955491 | -0.342272 | -0.884175 | 0.813508 | -0.151668 | -0.688500 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | 4.600547 | -1.510521 | -1.206174 | 1.223510 | 3.594066 | 4.600547 | 1.215275 | 0.001860 | 3.648269 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 4.323374 | -0.744850 | -1.326493 | 4.323374 | -0.211966 | -0.350968 | -1.180223 | 2.454961 | 0.245805 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 5.694133 | -0.496312 | -0.254856 | 0.950558 | 5.694133 | -0.802341 | 0.282681 | -0.363952 | 0.346972 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Variability | 0.009684 | -0.947833 | -0.579486 | -0.844451 | -0.542063 | 0.009684 | -0.080715 | -0.666931 | -1.011804 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | -0.271468 | -0.800173 | -0.485073 | -0.748295 | -0.863963 | -0.725511 | -0.271468 | -1.073144 | -0.675169 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | 1.183821 | -1.029602 | 0.821083 | 0.474545 | -0.891708 | -0.863422 | 1.183821 | 0.128070 | -0.312903 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | -0.301509 | -1.134451 | -0.572101 | -0.301509 | -0.853450 | -1.094979 | -0.569543 | -0.721504 | -0.787916 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Shape | 0.033563 | 0.033563 | -0.610944 | -0.743796 | -0.416784 | -0.401145 | -0.847295 | -0.824487 | -0.798845 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | -0.004870 | -1.310231 | -0.214385 | -0.004870 | -0.850865 | -1.019916 | -0.471117 | -0.540887 | -0.855260 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | -0.199895 | -0.205433 | -0.968726 | -0.743703 | -0.544089 | -0.199895 | -1.047508 | -0.958931 | -0.796860 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Shape | 0.004664 | -0.557967 | 0.004664 | -0.171715 | -0.726402 | -1.123615 | -0.412091 | -0.474200 | -0.673817 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Shape | 0.152467 | -0.705903 | 0.152467 | -0.606854 | -0.372366 | -1.206369 | -1.094255 | 0.014886 | -0.946265 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | -0.039852 | -0.856653 | -0.982588 | -0.873324 | -0.039852 | -1.091996 | -1.067980 | -0.865798 | -0.527560 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Discontinuties | 0.288380 | -0.758565 | -1.030995 | -0.570142 | 0.104517 | -1.117372 | -0.626436 | 0.288380 | -0.225666 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | 2.542091 | -0.778927 | -0.768725 | -0.594454 | -0.331476 | 2.542091 | -1.193386 | -0.728421 | -0.296846 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | 5.232775 | -0.493628 | -0.500070 | -0.149983 | -0.918962 | -0.348352 | 5.232775 | -0.653982 | -0.227904 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Shape | -0.136213 | -0.136213 | -0.898940 | -0.594027 | -0.276781 | -0.974376 | -1.560371 | -0.534348 | -0.701602 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Discontinuties | -0.047542 | -0.757840 | -1.003942 | -0.817415 | -0.171931 | -1.025035 | -0.992329 | -0.149186 | -0.047542 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | 14.274743 | 0.187796 | -0.479899 | -0.420862 | -0.791010 | 14.274743 | -1.186014 | -0.431139 | 0.154912 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 8.701464 | 6.507781 | 6.025206 | 8.701464 | 7.352071 | 5.779424 | 3.934589 | 3.958728 | 4.304094 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | 3.127426 | -0.908055 | -0.984764 | -0.758958 | -0.113015 | 3.127426 | -0.015672 | -0.591121 | -0.022409 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Discontinuties | 0.511306 | -0.718389 | -0.864425 | -0.846928 | -0.032796 | -0.959350 | -0.985452 | -0.757187 | 0.511306 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | 0.553413 | -0.056602 | -0.056602 | -0.073735 | -0.073735 | 0.553413 | 0.553413 | 0.061081 | 0.061081 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Variability | 9.215395 | -1.967491 | -1.577508 | -4.849810 | -4.317832 | 9.215395 | 8.403724 | -0.360238 | -0.761124 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Power | 22.710191 | 5.641812 | 6.367175 | 21.972560 | 22.710191 | 11.492568 | 14.222018 | -1.462397 | -1.872537 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Discontinuties | 0.049368 | -1.252775 | -1.004652 | -0.003948 | -0.426674 | 0.003372 | -0.141197 | 0.049368 | -0.350609 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 0.249288 | -1.087873 | -0.986288 | 0.249288 | -0.403657 | 0.064012 | -0.237071 | -0.034195 | -0.433236 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Shape | 0.755654 | 0.170517 | 0.755654 | -0.108234 | 0.245913 | -0.958708 | -0.454226 | -1.060723 | -1.412039 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Discontinuties | -0.041748 | -0.438215 | -1.025855 | -0.751505 | -0.474719 | -1.011998 | -1.241328 | -0.715457 | -0.041748 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Discontinuties | -0.118630 | -0.585760 | -0.926564 | -0.884402 | -0.454048 | -1.042593 | -1.171658 | -0.727148 | -0.118630 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | 3.892724 | -0.686081 | -1.140664 | 1.055596 | -0.094865 | 3.892724 | -1.394853 | 0.371621 | 0.231935 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Variability | 0.267674 | -0.998540 | -1.126706 | -0.424008 | 0.152473 | -0.117403 | 0.267674 | -0.263059 | -0.009298 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | 0.940822 | -0.358184 | -0.632061 | -0.557833 | 0.940822 | -0.689673 | -0.434804 | -0.838794 | -0.162028 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | 0.770085 | -0.942511 | -0.967740 | -1.144877 | -0.434288 | 0.770085 | -0.673373 | -0.036568 | 0.616134 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | 0.664502 | -1.218104 | -1.284548 | -0.486255 | -0.127052 | 0.664502 | -0.339014 | -0.370156 | 0.014218 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Discontinuties | 0.696853 | -1.187385 | -1.490899 | -0.998443 | 0.692919 | -1.252764 | -0.010562 | -0.398417 | 0.696853 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | 1.555316 | -0.891479 | -1.059755 | 0.056771 | -0.467330 | 0.530243 | 1.555316 | 0.156234 | -0.288089 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | 1.299574 | -1.225941 | -1.158807 | -0.594255 | 0.047715 | 1.299574 | 0.938014 | -0.485439 | -0.132104 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | -0.438289 | -0.857723 | -0.666526 | -0.511101 | -0.457724 | -1.257952 | -0.438289 | -0.742287 | -0.572756 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Discontinuties | -0.006337 | -0.967224 | -0.411042 | -0.174062 | -0.868547 | -1.116451 | -0.850176 | -0.006337 | -0.091791 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Shape | 0.136866 | 0.136866 | -0.387721 | -0.799684 | -0.528285 | -0.347490 | -0.486513 | 0.037879 | 0.009581 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Discontinuties | 0.300239 | -0.773478 | -1.083241 | -0.698538 | -0.991758 | -1.099349 | -1.201316 | -0.590702 | 0.300239 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Variability | 0.138241 | -0.918289 | -1.012023 | -0.277254 | -1.020219 | 0.138241 | -0.988734 | -0.640481 | -0.434484 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Power | -0.115533 | -0.562845 | -1.000303 | -0.536532 | -0.115533 | -0.622185 | -1.407018 | -0.774197 | -1.186869 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Discontinuties | -0.285965 | -1.145088 | -0.913890 | -0.372471 | -0.598972 | -0.294087 | -1.477385 | -0.285965 | -0.837723 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Discontinuties | 0.335907 | -0.617226 | -0.277467 | -0.972679 | 0.012895 | -0.713136 | 0.053268 | 0.335907 | -0.838843 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Discontinuties | 0.204731 | -0.976625 | 0.002313 | -1.264509 | 0.153680 | -0.861300 | -0.704561 | 0.204731 | -0.607562 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Discontinuties | 0.012622 | -0.405454 | -0.854856 | -0.115383 | -1.341159 | -0.870743 | -0.920271 | -0.496056 | 0.012622 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Discontinuties | 32.558485 | 9.038181 | -0.539140 | 4.199537 | -0.160759 | 9.829482 | -0.935737 | 32.558485 | -0.662824 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Power | -0.169958 | -0.612704 | -1.203768 | -0.169958 | -1.129093 | -1.233357 | -1.246679 | -0.693816 | -0.838656 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Power | -0.202560 | -1.179256 | -0.972234 | -0.822678 | -0.202560 | -0.646579 | -1.637059 | -0.493397 | -0.674863 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Power | -0.190847 | -1.142391 | -0.649602 | -0.710954 | -0.190847 | -0.668476 | -1.214924 | -0.642516 | -0.722578 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Power | -0.071634 | -0.477691 | -0.861414 | -0.071634 | -1.045254 | -1.302545 | -1.024322 | -0.844916 | -0.796685 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | -0.065855 | -0.448952 | -0.779231 | -1.348657 | -1.062479 | -0.065855 | -0.392165 | -0.779046 | -0.373807 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Variability | 0.049396 | -0.401764 | -0.572334 | -0.716919 | -1.514164 | -0.261693 | 0.049396 | -0.971667 | -0.980944 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Variability | -0.307471 | -0.357531 | -0.724436 | -1.935719 | -1.036946 | -0.396131 | -0.307471 | -0.453810 | -0.759427 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | nn Temporal Discontinuties | 1.208730 | -0.621427 | -0.660783 | -1.002766 | -1.696301 | -0.614447 | 0.522826 | -0.035050 | 1.208730 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 178 | 12 | digital_ok | ee Temporal Discontinuties | 0.009222 | -0.549319 | -0.585209 | -0.629543 | -0.823273 | -0.594944 | -0.598066 | 0.009222 | -1.083086 |